DocumentCode
2445297
Title
Initialising the continuous Hopfield net
Author
Lai, W.K. ; Coghill, G.G.
Author_Institution
Dept. of Electr. & Electron. Eng., Auckland Univ., New Zealand
Volume
7
fYear
1994
fDate
27 Jun-2 Jul 1994
Firstpage
4640
Abstract
In this paper, we compare some of the commonly used initialising schemes for the Hopfield neural net. This is demonstrated by solving an optimization problem which is representative of a class of problems that can be found in many application areas, such as engineering, medicine and finance. We also introduce a new initialising scheme which may not only be used for this particular application, but in other areas as well. Simulation results are provided to validate each approach
Keywords
Hopfield neural nets; optimisation; search problems; continuous Hopfield neural net; heuristics; initialising schemes; optimization; search space; Cities and towns; Finance; Hopfield neural networks; Medical simulation; Neural networks; Neurofeedback; Neurons; Power engineering and energy; Scholarships; Traveling salesman problems;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on
Conference_Location
Orlando, FL
Print_ISBN
0-7803-1901-X
Type
conf
DOI
10.1109/ICNN.1994.375024
Filename
375024
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